Authentication of Mentha arvensis essential oil using attenuated total reflectance-Fourier transform infrared spectrophotometry coupled with chemometrics

被引:0
|
作者
Jayasekher, Aswathy [1 ,2 ,3 ]
Panchariya, P. C. [1 ,2 ]
Maurelli, Francesco [4 ]
Prajapati, Devendra [1 ]
Palit, Ajoy K. [3 ]
机构
[1] Council Sci & Ind Res Cent Elect Engn Res Inst CSI, Pilani 333031, India
[2] Acad Sci & Innovat Res AcSIR, Ghaziabad 201002, India
[3] Univ Bremen, ITEM, NW1, D-28359 Bremen, Germany
[4] Constructor Univ, D-28759 Bremen, Germany
关键词
Food quality; Food adulteration; Mentha arvensis; Essential oil; Authentication; Chemometrics; FTIR spectroscopy;
D O I
10.1016/j.jfca.2024.106576
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Mentha arvensis essential oil is considered a product of high economic value that finds application in the food, pharmaceutical, and cosmetic industries. They are subjected to adulteration with synthetic chemicals and lowcost vegetable oils with higher boiling points. A rapid, non-destructive method using infrared spectroscopy has been investigated to authenticate Mentha arvensis Essential oils, helping to maintain their quality and trustworthiness for users who rely on them for their beneficial properties. Authentic samples of Mentha arvensis essential oil were obtained and analyzed using Attenuated Total Reflectance-Fourier Transform Infrared spectroscopy in the wavenumber range of 500-4000 cm(-1). The resulting spectra were pre-processed with Multiplicative Scatter Correction. The initial investigation involved exploratory analysis using Principal Component Analysis, followed by discriminant analysis using Principal Component Analysis-Linear Discriminant Analysis, Partial Least Squares-Discriminant Analysis, and Soft Independent Modelling for Class Analogy. The classification models developed have a high accuracy of 100 % thus demonstrating higher efficiency in distinguishing different adulterants in Mentha arvensis essential oil with both high specificity and sensitivity. To assess the extent of adulteration in Mentha arvensis essential oil, Partial Least Squares Regression and Principal Component Regression were employed. The regression models were capable of identifying adulteration levels as low as 5 % in the essential oil thus enabling FTIR spectroscopy coupled with chemometrics to serve as a non-destructive method for identifying commonly used adulterants, potentially replacing traditionally used Chromatographic and Thermo-Gravimetric Analysis methods.
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页数:12
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